Title :
3D model search and retrieval based on the spherical trace transform
Author :
Daras, P. ; Zarpalas, D. ; Tzovaras, D. ; Strintzis, M.G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotelian Univ. of Thessaloniki, Greece
fDate :
29 Sept.-1 Oct. 2004
Abstract :
This paper presents a novel approach in 3D content-based search and retrieval. First, a set of functional are applied on a 3D model´s volume producing a new domain of concentric spheres. In this new domain a new set of functionals is applied, resulting to a completely rotation invariant descriptor vector, which is used for 3D model matching. Experiments were performed using a database and comparing the proposed method with the MPEG-7 3D shape spectrum descriptor. Experimental results show that the proposed method is superior in terms of precision versus recall and can be used for 3D model search and retrieval in a highly efficient manner.
Keywords :
content-based retrieval; database management systems; transforms; 3D content-based retrieval; 3D model search; MPEG-7 3D shape spectrum descriptor; rotation invariant descriptor vector; spherical trace transform; Clustering algorithms; Content based retrieval; Data mining; Databases; Laboratories; MPEG 7 Standard; Principal component analysis; Shape; Telematics;
Conference_Titel :
Multimedia Signal Processing, 2004 IEEE 6th Workshop on
Print_ISBN :
0-7803-8578-0
DOI :
10.1109/MMSP.2004.1436561